{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "source": [
    "import torch\n",
    "import numpy as np\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def load_tensor(file):\n",
    "    \n",
    "    with open(file, \"rb\") as f:\n",
    "        binary_data = f.read()\n",
    "\n",
    "    magic_number, ndims, dtype = np.frombuffer(binary_data, np.uint32, count=3, offset=0)\n",
    "    assert magic_number == 0xFCCFE2E2, f\"{file} not a tensor file.\"\n",
    "    \n",
    "    dims = np.frombuffer(binary_data, np.uint32, count=ndims, offset=3 * 4)\n",
    "\n",
    "    if dtype == 0:\n",
    "        np_dtype = np.float32\n",
    "    elif dtype == 1:\n",
    "        np_dtype = np.float16\n",
    "    else:\n",
    "        assert False, f\"Unsupport dtype = {dtype}, can not convert to numpy dtype\"\n",
    "        \n",
    "    return np.frombuffer(binary_data, np_dtype, offset=(ndims + 3) * 4).reshape(*dims)\n"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "source": [
    "affined_arr = load_tensor(\"affined_result_gpu.tensor\")\n",
    "mean = np.array((0.408, 0.447, 0.470)).reshape(1,1,3)\n",
    "std  = np.array((0.289, 0.274, 0.278)).reshape(1,1,3)\n",
    "\n",
    "affined_img = affined_arr[0].transpose(1,2,0) * std + mean\n",
    "\n",
    "plt.imshow(affined_img[...,::-1])"
   ],
   "outputs": [
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f16303db880>"
      ]
     },
     "metadata": {},
     "execution_count": 5
    },
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  }
 ],
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